Unbalanced panel data: A survey

Antweiler, W., 2001, Nested random effects estimation in unbalanced panel data, Journal of Econometrics 101, 295–313.

Arellano, M. and B. Honoré, 2001, Panel data models: Some recent developments, Chapter 53 in J. Heckman and E. Leamer, eds., Handbook of Econometrics (North-Holland, Amsterdam).

Bailar B. A., 1975, The effects of rotation group bias on estimates from panel surveys, Journal of the American Statistical Association 70, 23–30.

Baltagi, B.H., 1985, Pooling cross-sections with unequal time-series lengths, Economics Letters 18, 133–136.

Baltagi B.H., 2001, The Econometrics of Panel Data (Wiley, Chichester).

Baltagi, B.H. and Y.J. Chang, 1994, Incomplete panels: A comparative study of alternative estimators for the unbalanced one-way error component regression model, Journal of Econometrics 62, 67–89.

Baltagi B.H., Y.J. Chang and Q. Li, 1998, Testing for random individual and time effects using unbalanced panel data, Advances in Econometrics 13, 1–20.

Baltagi B.H. and Q. Li, 1990, A Lagrange multiplier test for the error components model with incomplete panels, Econometric Reviews 9, 103–107.

Baltagi B.H., S.H. Song and B.C. Jung, 2001, The unbalanced nested error component regression model, Journal of Econometrics 101, 357–381.

Baltagi B.H., S.H. Song and B.C. Jung, 2002a, A comparative study of alternative estimators for the unbalanced two-way error component regression model, The Econometrics Journal, 5 480–493.

Baltagi B.H., S.H. Song and B.C. Jung, 2002b, Simple LM tests for the unbalanced nested error component regression model, Econometric Reviews 21, 167–187.

Baltagi B.H., S.H. Song and B.C. Jung, 2002c, LM tests for the unbalanced nested panel data regression model with serially correlated errors, Annales D’Économie et de Statistique 65, 219–268.

Biorn, E., 1981, Estimating economic relations from incomplete cross-section/time-series data, Journal of Econometrics 16, 221–236.

Biorn, E. and E.S. Jansen, 1983, Individual effects in a system of demand functions, Scandinavian Journal of Economics 85, 461–483.

Breusch, T.S. and A.R. Pagan, 1980, The Lagrange Multiplier test and its applications to model specification in econometrics, Review of Economic Studies 47, 239–253.

Browning, M., A. Deaton and M. Irish, 1985, A profitable approach to labor supply and commodity demands over the life cycle, Econometrica 53, 503–543.

Chamberlain, G., 1984, Panel data, Chapter 22 in Z. Griliches and M. Intrilligator, eds., Handbook of Econometrics (North-Holland, Amsterdam), 1247–1318.

Charlier, E., B. Melenberg and A. van Soest, 2000, Estimation of a censored regression panel data model using conditional moment restrictions efficently, Journal of Econometrics 95, 25–56.

Collado, M.D., 1997, Estimating dynamic models from time series of independent cross-sections, Journal of Econometrics 82, 37–62.

Davis, P., 2001, Estimating multi-way error components models with unbalanced data structures using instrumental variables, Journal of Econometrics 106, 67–95.

Deaton, A., 1985, Panel data from time series of cross-sections, Journal of Econometrics 30, 109–126.

Fuller, W.A. and G.E. Battese, 1973, Transformations for estimation of linear models with nested error structure, Journal of the American Statistical Association 68, 626–632.

Girma, S., 2000, A quasi-differencing approach to dynamic modelling from a time series of independent cross-sections, Journal of Econometrics 98, 365–383.

Gourieroux, C., A. Holly and A. Monfort, 1982, Likelihood ratio test, Wald test, and Kuhn-Tucker test in linear models with inequality constraints on the regression parameters, Econometrica 50, 63–80.

Graybill, F.A., 1961, An Introduction to Linear Statistical Models (McGraw-Hill, New York).

Harville, D.A., 1977, Maximum likelihood approaches to variance component estimation and to related problems, Journal of the American Statistical Association 72, 320–338.

Hausman, J.A. and D. Wise, 1979, Attrition bias in experimental and panel data: The Gary income maintenance experiment, Econometrica 47, 455–473.

Heckman, J.J., 1979, Sample selection bias as a specification error, Econometrica 47, 153–161.

Hemmerle, W.J. and H.O. Hartley, 1973, Computing maximum likelihood estimates for the mixed A.O.V. model using the W-transformation, Technometrics 15, 819–831.

Hirano, K., G.W. Imbens, G. Ridder and D.B. Rubin, 2001, Combining panel data sets with attrition and refreshment samples, Econometrica 69, 1645–1659.

Honda, Y., 1985, Testing the error components model with nonnormal disturbances, Review of Economic Studies 52, 681–690.

Honoré, B.E., 1992, Trimmed LAD and least squares estimation of truncated and censored regression models with fixed effects, Econometrica 60, 533–565.

Honoré, B.E. and E. Kyriazidou, 2000, Estimation of Tobit-type models with individual specific effects, Econometric Reviews 19, 341–366.

Hsiao, C., 1986, Analysis of Panel Data (Cambridge University Press, Cambridge).

Hu, L., 2002, Estimation of a censored dynamic panel data model, Econometrica 70, 2499–2517.

King, M.L. and P.X. Wu, 1997, Locally optimal one sided tests for multiparameter hypotheses, Econometric Reviews 16, 131–156.

Kyriazidou, E., 1997, Estimation of a panel data sample selection model, Econometrica 65, 1335–1364.

Lee M.J., 2001, First-difference estimator for panel censored-selection models, Economics Letters 70, 43–49.

Little, R.J.A. and D.B. Rubin, 1987. Statistical Analysis with Missing Data (Wiley, New York).

McKenzie, D.J., 2000, Estimation of homogeneous stationary and non-stationary pseudo-panels, working paper (Department of Economics, Yale University, New Haven, CT).

McKenzie, D.J., 2001, Estimation of AR(1) models with unequally spaced pseudo-panels, The Econometrics Journal 4, 98–108.

Maddala, G.S., ed., 1993, The Econometrics of Panel Data Volumes I and II (Edward Elgar Publishing, Cheltenham).

Mátyás, L. and P. Sevestre, eds., 1996, The Econometrics of Panel Data: A Handbook of the Theory With Applications (Kluwer Academic Publishers, Dordrecht).

Moffitt, R., 1993, Identification and estimation of dynamic models with a time series of repeated cross-sections, Journal of Econometrics 59, 99–123.

Moffitt, R., J. Fitzgerald and P. Gottschalk, 1999, Sample attrition in panel data: The role of selection on observables, Annales D’Économie et de Statistique 55–56, 129–152.

Montmarquette, C. and S. Mahseredjian, 1989, Does school matter for educational achievement? A two-way nested-error components analysis, Journal of Applied Econometrics 4, 181–193.

Moulton, B.R. and W.C. Randolph, 1989, Alternative Tests of the error components model, Econometrica 57, 685–693.

Nijman, Th.E., and M. Verbeek, 1992, Nonresponse in panel data: The impact on estimates of a life cycle consumption function, Journal of Applied Econometrics 7, 243–257.

Nijman, Th.E., M. Verbeek and A. van Soest, 1991, The optimal design of rotating panels in a simple analysis of variance model, Journal of Econometrics 49, 373–399.

Ridder, G., 1990, Attrition in multi-wave panel data, in J. Hartog, G. Ridder and J. Theeuwes, eds., Panel Data and Labor Market Studies (North-Holland, Amsterdam), 45–67.

Rochina-Barrachina, M.E., 1999, A new estimator for panel data sample selection models, Annales D’Économie et de Statistique 55–56, 153–181.

Searle, S.R., 1987, Linear Models for Unbalanced Data (Wiley, New York).

Vella, F. and M. Verbeek, 1998, Whose wages do unions raise? A dynamic model of unionism and wage determination for young men, Journal of Applied Econometrics 13, 163–168.

Vella, F. and M. Verbeek, 1999, Two-step estimation of panel data models with censored endogenous variables and selection bias, Journal of Econometrics 90, 239–263.

Verbeek, M., 1990, On the estimation of a fixed effects model with selectivity bias, Economics Letters 34, 267–270.

Verbeek, M., 1996, Pseudo panel data, Chapter 11 in L. Mátyás and P. Sevestre, eds., The Econometrics of Panel Data: A Handbook of the Theory With Applications (Kluwer Academic Publishers, Dordrecht), 280–292.

Verbeek, M. and Th.E. Nijman, 1992a, Testing for selectivity bias in panel data models, International Economic Review 33, 681–703.

Verbeek, M. and Th.E. Nijman, 1992b, Can cohort data be treated as genuine panel data? Empirical Economics 17, 9–23.

Verbeek, M. and Th.E. Nijman, 1993, Minimum MSE estimation of a regression model with fixed effects and a series of cross-sections, Journal of Econometrics 59, 125–136.

Verbeek, M. and Th.E. Nijman, 1996, Incomplete panels and selection bias, Chapter 18, in L. Mátyás and P. Sevestre, eds., The Econometrics of Panel Data: A Handbook of the Theory With Applications (Kluwer Academic Publishers, Dordrecht), 449–490.

Verbeek, M. and F. Vella, 2000, Estimating dynamic models from repeated cross-sections, working paper (K.U. Leuven, Leuven, Belgium).

Wansbeek, T.J. and A. Kapteyn, 1989, Estimation of the error components model with incomplete panels, Journal of Econometrics 41, 341–361.

Wooldridge, J.M., 1995, Selection corrections for panel data models under conditional mean independence assumptions, Journal of Econometrics 68, 115–132.

Wooldridge, J.M., 2002, Econometric analysis of cross section and panel data (MIT Press, Cambridge).

Zabel, J., 1992, Estimating fixed and random effects models with selectivity, Economics Letters 40, 269–272.